{"id":"W3014625369","doi":"10.1029/2020wr027517","title":"Grain Size‐Specific Engelund‐Hansen Type Relation for Bed Material Load in Sand‐Bed Rivers, With Application to the Mississippi River","year":2020,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Science and Technology of the People's Republic of China; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"River bed; Bed load; Hydrology (agriculture); Geology; Grain size; Environmental science; Geotechnical engineering; Geomorphology; Sediment; Sediment transport","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003248072,0.0003004636,0.0002879981,0.0005394099,0.0004700874,0.0005806371,0.0006117063,0.001044557,0.0007707279],"category_scores_gemma":[0.001044585,0.0002630349,0.0005086309,0.0005260702,0.0005653306,0.0003836023,0.000370013,0.0003602722,0.00006228111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304527,"about_ca_system_score_gemma":0.0007004273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06460967,"about_ca_topic_score_gemma":0.04255879,"domain_scores_codex":[0.9999108,0.00002466416,0.000005870572,0.00002204811,0.00001267268,0.00002391385],"domain_scores_gemma":[0.9995947,0.0002168607,0.00007957448,0.00003379062,0.00005152454,0.00002349314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001285406,0.00002556192,0.01090432,0.00001119538,0.00001083357,0.0001178075,0.00004151804,0.9845675,0.001628334,0.001068355,0.00009708693,0.001514592],"study_design_scores_gemma":[0.000002616048,0.0000124122,0.00335377,0.000001702194,0.000003858165,0.00001058985,0.00002621399,0.9960176,0.0002422772,0.0002459786,0.00007720142,0.000005728711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829988,0.0001622518,0.01339753,0.0001495955,0.000008113436,0.00002337861,0.0001449593,0.00006693535,0.003048554],"genre_scores_gemma":[0.9981045,0.00004481932,0.001225873,0.00001047643,0.000001790505,0.000008751298,0.0000299711,0.000005194728,0.0005686734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06460967,"threshold_uncertainty_score":0.1284672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780968543925133,"score_gpt":0.2700693332432718,"score_spread":0.2422596478040205,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}